Datasets:

molbal
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dramallama-novels

chunk stringlengths 7 45.5k	source stringlengths 15 221
Transcriber's note: Unusual and inconsistent spelling is as printed. [Illustration: HOLD FAST. "Hold fast, brother, hold fast!" shouted poor Sam in mortal terror at my danger.] HOLD FAST.New Stories No. 5. BY A. L. O. E. T. NELSON AND SONS. LONDON, EDINBURGH, AND NEW YORK. H...	A. L. O. E. - Hold fast
said I, 'I'll climb up to the top o' the cliff, and then I'll get help and a rope, and we'll draw you up to safety.'" "So I put down my bag, and I pulled off my jacket, for it was clear enough that I could not climb with them.I knew well, though I didn't choose to say it, that it would be hard work to get to the top of...	A. L. O. E. - Hold fast
Transcriber's note: Unusual and inconsistent spelling is as printed. NEW STORIES The Look of the Thing and Other Stories BY A. L. O. E. NEW YORK: GENERAL PROTESTANT EPISCOPAL SUNDAY SCHOOL.UNION AND CHURCH BO...	A. L. O. E. - The look of the thing and other stories
"I do not understand you at all," said Agnes; "is it not a good thing, mother, to give to the poor, to go to church; and to honour the Holy Bible? ""A very good thing, my child, if done not to win the praise of men, but from the motive of love to God." "I do not know what 'motive' means," said Agnes. "It is the spring ...	A. L. O. E. - The look of the thing and other stories
NEW STORIES BY A. L. O. E. No.2—GOOD-BYE. NEW YORK: GENERAL PROTESTANT EPISCOPAL SUNDAY SCHOOL. UNION AND CHURCH BOOK SOCIETY. 762 BROADWAY. 1865. GOOD-BYE. "GOOD-BYE to you, Mr. Aylmer; I'm sorry that we're not to see you aga...	A. L. O. E. - The look of the thing and other stories
"And yet Mary's mind was not easy; she had learned enough of God's word to know that by selling her oranges and nuts upon the day which the Lord has set apart for Himself, she was not only sinning herself, but leading others into sin.When little children thronged round her basket, eager to buy her fruit, Mary could not...	A. L. O. E. - The look of the thing and other stories
"NEW STORIES BY A. L. O. E. No. 3—GOOD FOR NOTHING. NEW YORK: GENERAL PROTESTANT EPISCOPAL SUNDAY SCHOOL. UNION AND CHURCH BOOK SOCIETY. 762 BROADWAY. 1865.GOOD FOR NOTHING. "GET away with ye, for an idle good for nothing thief!" e...	A. L. O. E. - The look of the thing and other stories
But what, my young friends, was the end of all this washing, and beating, and rending?At length a pure, white, beautiful sheet of paper lay beneath the manufacturer's hands; into this fair form had passed the rag which a child had called good for nothing!" "But the sheet was not to lie useless.Not in vain had it been m...	A. L. O. E. - The look of the thing and other stories
UNION AND CHURCH BOOK SOCIETY. 762 BROADWAY. 1865. HOW LIKE IT IS! "I HOPE, aunt, that you did not mind my knocking up the house at twelve o'clock last night," said Eddy Burns, as he sat down one Monday morning to the breakfast which had been kept waiting for him nearly an hour. "I own, my dear boy," replied Mrs. Burns...	A. L. O. E. - The look of the thing and other stories
Oh, I hate ingratitude of all things.A man may be honest, pleasant, kind—anything that you like, but once show me that he's ungrateful, and I would not care ever to set eyes upon him again." "Ingratitude is hateful, Eddy, and yet—" "Oh, don't you try to defend Arthur Knox! "exclaimed the lad, with increased impatience...	A. L. O. E. - The look of the thing and other stories
Produced by Greg Weeks, Mary Meehan and the Online Distributed Proofreading Team at http://www.pgdp.net ONE MILLION FOUR HUNDRED NINETY TWO THOUSAND SIX HUNDRED THIRTY THREE MARLON BRANDOS BY VANCE AANDAHL She liked the Brando ty...	Aandahl, Vance - 1,492,633 Marlon Brandos
The figure is a man, and he too is dressed in blue. Suddenly, just as suddenly as it began, the fighting ceases. "My God," whispers Chester, his cheeks gone pale, "what am I doing out here?" "Maybe I got the D.T.s," whispers Bartholomew, "but maybe I don't...." He sits down on the curb and rubs his head in disbelief. O...	Aandahl, Vance - 1,492,633 Marlon Brandos
Produced by Sankar Viswanathan, Greg Weeks, and the Online Transcriber's Note: This etext was produced from Galaxy Science Fiction May 1952.Extensive research did not uncover any evidence that the U.S. copyright on this publication was renewed.Freudian Slip ...	Abel, Franklin - Freudian Slip
But the motor raced madly, and there was no feeling that it was taking hold.With screaming engine, Herman drove homeward over a nonexistent road. Inwardly and silently, he gibbered. Six miles down the mountain, he pulled up beside a white-painted fence enclosing a neat yard and a fussy little blue-shuttered house.On th...	Abel, Franklin - Freudian Slip
Below, under the two glowing circles, was the terrifying gulf that had replaced the Earth; and this time, Herman was somehow convinced, it was not going to hold him up. "Let go! "he shouted, struggling. "Ouch!" He had struck Four-eyes squarely on the flat nose, and it felt as if he had slugged an anvil.Paying no attent...	Abel, Franklin - Freudian Slip
"Let me see if I can get this clear," he said. "I'm a noumenon, not a phenomenon.In cruder terms, I exist only in your mind. Is that true?" Secundus beamed. "Correct." "If _you_ got amnesia, I and the rest of the human race would disappear. "Secundus looked worried, "That is also correct, and if that should happen, you...	Abel, Franklin - Freudian Slip
Even so, it was possible to score the results.According to Herman's interpretation, Primus was a case of arrested infantile sexualism, with traces of conversion hysteria and a strong Oedipus complex. Herman entered the protocol solemnly in his notes and kept going.Next came free association, and, after that, recounting...	Abel, Franklin - Freudian Slip
Are you afraid that if this unnamable Person finds out you've botched your job, He'll wipe you out of existence and start over with a new bunch? "A cold wind blew down Herman's back. "Not us alone, Dr. Raye," said Secundus gravely. "If the Inspector discovers this blunder--and the time is coming soon when He must--no c...	Abel, Franklin - Freudian Slip
Produced by Greg Weeks, Adam Buchbinder, Mary Meehan and the Online Distributed Proofreading Team at http://www.pgdp.net JUNIOR By ROBERT ABERNATHY Illustrated by WEISS [Transcriber's Note: This etext was produced f...	Abernathy, Robert - Junior
"I don't suppose he understands _why_, just yet ... but Instinct urges him infallibly to assemble the materials for his future homesite. "* * * * * Junior let the rock fragment fall, and began plucking restlessly at a coral outcropping. "Dear," said Mater, "don't you think you ought to tell him...	Abernathy, Robert - Junior
Pater and Mater looked around, and froze.Junior had begun paddling again, but this time in a most peculiar manner--with a rotary twist and sidewise scoop which looked awkward, but which he performed so deftly that he must have practiced it.Fixed upright as he was now on the platform he had built, he looked for all the ...	Abernathy, Robert - Junior
Produced by Greg Weeks, Mary Meehan and the Online Distributed Proofreading Team at http://www.pgdp.net PERIL OF THE BLUE WORLD By ROBERT ABERNATHY The First Earth Expedition was the scouting force of the conquering Martians.But c...	Abernathy, Robert - Peril of the Blue World
""Perhaps we Martians are destined to free this oppressed race from ignoble servitude!" exclaimed Zesmo. "If we can just paralyze and capture the machine--" He began adjusting his ray-gun to low power. * * * * * The creature may have heard our voices, muffled as they were by the heavy air.At an...	Abernathy, Robert - Peril of the Blue World
In fact, this remarkable individual was proud of almost everything connected with himself.This is one of the characteristics of a certain class of Earthmen, to which this specimen belonged; we discovered later that the vast majority of the race is educated to a becoming humility, while a limited group is allowed to con...	Abernathy, Robert - Peril of the Blue World
"By telling us of imaginary dangers, the Earthman intends to frighten us away and preserve his sovereignty over the planet." "That sounds like a plausible reason," I admitted. "But--if he _is_ telling the truth, we are risking Martian lives every moment we remain here! We should at least check the facts." "Well...." Th...	Abernathy, Robert - Peril of the Blue World
Righteous Plague By Robert Abernathy Complete Novelet of Uncontrolled Weapons It was a virus, against which the enemy could make no defense--but a virus does not distinguish between friend and foe...	Abernathy, Robert - Righteous plague
_denn nur im Elend erkennt man Gottes Hand und Finger, der gute Menschen zum Guten leitet._" Euge looked out through the rear of the truck, at the gray landscape rumbling away, and guessed that the journey's end was still fifteen minutes ahead; unless his knowledge of how the Dictator's mind worked failed him, the pla...	Abernathy, Robert - Righteous plague
Without his knowledge no sparrow fell to the ground in his borders, and in his files all the hairs of his subjects' heads were numbered.The great Dr. Euge was only one among hundreds of millions whose work and rewards and recreations and very thoughts were arranged for their own benefit; but at the same time he was som...	Abernathy, Robert - Righteous plague
* * * * * Long rows of glass cells where mice lived and died by ones and twos and threes, were in the contagion laboratory, where by Euge's orders only he and Novik worked now.Less flamboyantly than the Dictator, Euge liked to be sure, and he repeated his experiments doggedly until the statisti...	Abernathy, Robert - Righteous plague
"4 During the speech to the people, the first rockets had already risen from their scattered launching sites and were soaring at ten, fifteen, twenty miles per second over continents and oceans.The enemy was not unprepared; his immensely complex and expensive systems of warning and defense, radar-eyed, electric-nerve...	Abernathy, Robert - Righteous plague

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DramaLlama dataset

This is the dataset repository of DramaLlama. This repository contains scripts designed to gather and prepare the dataset.

Note: This repository builds upon the findings of https://github.com/molbal/llm-text-completion-finetune

Step 1: Getting novels

We will use The Gutenberg project again to gather novels. Let's get some drama categories. I will aim for a larger dataset size this time.

I'm running the following scripts:

pip install requests

python .\pipeline\step1-acquire.py --output_dir "./training-data/0_raw/" --topic "detective fiction" --num_records 10000
python .\pipeline\step1-acquire.py --output_dir "./training-data/0_raw/" --topic "crime nonfiction" --num_records 10000
python .\pipeline\step1-acquire.py --output_dir "./training-data/0_raw/" --topic "mystery fiction" --num_records 10000
python .\pipeline\step1-acquire.py --output_dir "./training-data/0_raw/" --topic "detective fiction" --num_records 10000
python .\pipeline\step1-acquire.py --output_dir "./training-data/0_raw/" --topic "gothic fiction" --num_records 10000
python .\pipeline\step1-acquire.py --output_dir "./training-data/0_raw/" --topic "horror" --num_records 10000
python .\j\step1-acquire.py --output_dir "./training-data/0_raw/" --topic "romantic fiction" --num_records 10000
python .\pipeline\step1-acquire.py --output_dir "./training-data/0_raw/" --topic "short stories" --num_records 10000
python .\pipeline\step1-acquire.py --output_dir "./training-data/0_raw/" --topic "western" --num_records 10000

Step 2: Preprocessing

Step 2/a: Stripping header and footer

Now we need to strip the headers and footers of the files. I noticed how some files failed to download, and those ones do not have a file extension. This might be caused by a bug in the downloader script, but it was ~200 errors for me out of ~4000 downloads so

python .\pipeline\step2a-strip.py --input_dir "./training-data/0_raw/" --output_dir "./training-data/2a_stripped/"

Step 2/b: Stripping

We do a bit more cleaning. We have two files, a blacklist and a junklist. Blacklist contains expressions that we do not want included in the trainig data, I filled it with common ChatGPT output. (We do not need to worry, as our training data comes well before ChatGPT, but still) Junklist's contents are simply removed from it. These are distribution notes here.

Here we chunk to small pieces, (~250) and if a chunk contains a blacklisted sentence, it is sent to our local LLM to rephrase it.

Note: We need Ollama for this installed on the local environment

ollama pull mistral
pip install nltk ollama
python .\pipeline\step2b-clean.py --input_dir "./training-data/2a_stripped/" --output_dir "./training-data/2b_cleaned/" --llm "mistral"

After this, it puts the files back together in the output directory.

Step 3: Chunking

We chunk the dataset now and save it into a parquet file.

pip install pandas pyarrow
python .\pipeline\step3-chunking.py --source_dir "./training-data/2b_cleaned/" --output_file "./training-data/data.parquet"

Step 4: 🤗 dataset upload

We upload the dataset to Hugging Face: https://huggingface.co/datasets/molbal/dramallama-novels

Downloads last month: 44

Models trained or fine-tuned on molbal/dramallama-novels

molbal/drama-mistral

Text Generation • 7B • Updated Apr 28, 2024 • 7 • 3